DocumentCode :
57050
Title :
Circular Arrays and Inertial Measurement Unit for DOA/TOA/TDOA-Based Endoscopy Capsule Localization: Performance and Complexity Investigation
Author :
Nafchi, Amir Raeisi ; Shu Ting Goh ; Reza Zekavat, Seyed A.
Author_Institution :
Univ. of New Mexico, Albuquerque, NM, USA
Volume :
14
Issue :
11
fYear :
2014
fDate :
Nov. 2014
Firstpage :
3791
Lastpage :
3799
Abstract :
This paper investigates the performance of wireless capsule endoscopy (WCE) tracking within the irregular environment of digestion system by integrating directional-of-arrival (DOA), time-of-arrival (TOA) [or time-difference-of-arrival (TDOA)], and inertial measurement unit (IMU) measurements using the extended Kalman filter (EKF). Here, an emitter transmits a signal to the WCE, and the WCE replies the signal back to a set of antenna arrays. Then, the round trip TOA, and the DOA of the signals transmitted from WCE to the antenna arrays are measured. The digestion system path model is considered unknown, and the movement model between two consecutive signals is assumed linear. Simulations are conducted to investigate the EKF performance as a function of the number of antenna arrays, antenna array configuration, and TOA (and TDOA) estimation accuracy. In addition, the impact of IMU on the localization performance will be studied. Simulations confirm the proposed WCE tracking performance. In addition, the computational complexity of the EKF with respect to the number of antenna array is studied.
Keywords :
Kalman filters; antenna arrays; direction-of-arrival estimation; endoscopes; medical signal processing; radio tracking; time-of-arrival estimation; EKF; IMU measurements; TDOA; TOA; WCE tracking; antenna array configuration; circular arrays; computational complexity; digestion system path model; directional-of-arrival estimation; endoscopy capsule localization; extended Kalman filter; inertial measurement unit; time-difference-of-arrival estimation; time-of-arrival estimation; wireless capsule endoscopy tracking; Antenna arrays; Antenna measurements; Direction-of-arrival estimation; Estimation; Sensor arrays; Vectors; Wireless capsule endoscopy; direction-of-arrival; extended Kalman filter; time-of-arrival;
fLanguage :
English
Journal_Title :
Sensors Journal, IEEE
Publisher :
ieee
ISSN :
1530-437X
Type :
jour
DOI :
10.1109/JSEN.2014.2331244
Filename :
6837463
Link To Document :
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